Abstract: A power generation prediction system using a first neural network and a second neural network is provided, and the first neural network is connected to the second neural network. The first neural network receives first input data, and generates the amount prediction data according to the first input data. The first input data is used to determine amount prediction data, and the amount prediction data is used to determine power generation prediction data. The second neural network receives the amount prediction data, and calculates the power generation prediction data according to the amount prediction data. When a device in a selected area is deteriorated or reinstalled, the second neural network is fine-tuned and trained again.

Abstract: A foldable device includes: a panel support unit including a first support plate, a second support plate, and a multi-joint member connecting between the first support plate and the second support plate; and a display panel on the first support plate, the second support plate, and the multi-joint member, and the multi-joint member includes a plurality of joint units, each including a fixed end supporting the display panel and a free end extending from the fixed end and rotatable about a hinge shaft, and distances between the free ends of at least two adjacent first joint units among the plurality of joint units are regular when the display panel is in a folded state and an opened state.

Abstract: A protection device for a laser system having at least one active laser and having at least one beam guide. Eye safety and/or protection for an exposed person is achieved using at least one additional laser as a warning laser which, operating in a visible spectral range, is used shortly before the active laser is used, and which, can cause at least one person to close his or her eyes and/or change his or her viewing direction away from the receptor point of the active laser beam on a target.

Abstract: A photosensitive body is provided. The photosensitive body includes a photosensitive layer, and a protective layer formed on the photosensitive layer, and the protective layer includes a urethane oligomer acrylate and a modified perfluoropolyether acrylate.

Abstract: An RF energy transmitting apparatus is applied to an RF energy harvesting apparatus, the RF energy transmitting apparatus includes: a power radar transmitter receiving a power source signal and emits an electromagnetic source wave. A radar controller is electrically connected to the power radar transmitter and receives a reflected harmonic wave. After receiving the electromagnetic source wave, the RF energy harvesting apparatus generates and emits the reflected harmonic wave. After the radar controller receives the reflected harmonic wave, the radar controller determines a polarization angle of a reflection signal from the RF energy harvesting apparatus, and the radar controller adjusts the polarization angle of the antenna of the power radar transmitter to be within a predetermined range around the polarization angle of the reflected harmonic signal from the RF energy harvesting apparatus for an optimal received power.

Abstract: The present invention relates to an improved method for producing a diphenylmethane derivative which is effective as a sodium-dependent glucose cotransporter (SGLT) inhibitor, the method being carried out by means of a convergent synthesis method in which each major group is separately synthesized and then coupled. As such, in comparison to a linear synthesis method disclosed in existing documents, the synthesis pathway is compact and yield can be increased, and risk factors inherent in the linear synthesis pathway can be reduced. Furthermore, the crystal form of the compound produced according to the method has superb physicochemical characteristics, and thus can be effectively utilized in fields such as pharmaceutical manufacturing.

Abstract: A video decoding apparatus according to an embodiment may include: a receiver configured to receive a bitstream of an encoded video; a predictor configured to change a distribution of pixel values of neighboring reference pixels that are previously decoded, and generate a prediction block by performing intra prediction on a current block by using the neighboring reference pixels the distribution of the pixel values of which is changed; and a decoder configured to reconstruct the current block based on residual data obtained from the bitstream and the prediction block.

Abstract: Provided are an electronic apparatus and a method for recognizing, based on ambient road information of a vehicle and field of view information of the vehicle, a hidden region that is a region where another vehicle is possibly present in an area hidden from a field of view of the vehicle by an external object In the present disclosure, one or more of an electronic apparatus, a vehicle, a vehicular terminal, and the autonomous driving vehicle may be associated with an artificial intelligence module, an unmanned aerial vehicle (UAV), a robot, an augmented reality (AR) device, a virtual reality (VR) device, a 5G service-related device, and the like.

Abstract: A mobile device enables a user to edit a video containing a human figure, such that an original human pose is modified into a target human pose in the video. In response to a user command, the mobile device first identifies key points of the human figure from a frame of the video. The user command indicates a target position of a given key point of the key points. The mobile device generates a target frame including the target human pose, with the given key point of the target human pose at the target position. An edited frame sequence is generated on the display including the target frame. The edited frame sequence shows the movement of the human pose transitioning into the target human pose.

Abstract: Disclosed is an implantable device including: a first insulation layer; a second insulation layer arranged on the first insulation layer; a first semiconductor layer arranged between the first and second insulation layers; a second semiconductor layer doped into the first semiconductor layer, with the second semiconductor layer forming a closed loop as seen in a top view; a metal layer disposed on the second insulation layer, with the metal layer forming an electrode; a third insulation layer covering the metal layer; and an insulation region including the first and second semiconductor layers.

Abstract: A method includes forming a metal bump on a top surface of a first package component, forming a solder region on a top surface of the metal bump, forming a protection layer extending on a sidewall of the metal bump, reflowing the solder region to bond the first package component to a second package component, and dispensing an underfill between the first package component and the second package component. The underfill is in contact with the protection layer.

Abstract: A radioactive labeled long-acting peptide-targeting pharmaceutical and production method, in which the peptide targeted pharmaceutical is firstly dissolved in a solution, followed by labeling the radioactive at a high temperature, and the dosage of the pharmaceutical with radioactive labeling is expected to be reduced and labeling efficiency is improved, and no further purification by filtration is required, which shortens the preparation process and reduces personnel exposure in the working environment. The radioactive labeled long-acting peptide-targeting pharmaceutical can increase the specific binding capacity of tumors and reduce the non-specific accumulation in normal tissues. It can be applied to the field of tumor and nuclear medicine for diagnosis and treatment of tumors and/or tumor metastases with efficacy and precision treatment.

Abstract: A display device including: a display panel having a substrate including a plurality of islands and a plurality of bridges coupling the islands to each other; and a plurality of actuators provided on first surfaces of at least one or more of the islands of the substrate. The actuators may vibrate a first area of the display panel that includes portions overlapping with the respective actuators.

Abstract: An integrated circuit having a vertical transistor includes first through fourth gate lines extending in a first direction and sequentially arranged in parallel with each other, a first top active region over the first through third gate lines and insulated from the second gate line, and a second top active region. The first top active region forms first and third transistors with the first and third gate lines respectively. The second top active region is over the second through fourth gate lines and insulated from the third gate line. The second top active region forms second and fourth transistors with the second and fourth gate lines respectively.

Abstract: The present invention relates to a method for inducing the differentiation of hematopoietic stem cells or macrophages by using pluripotent stem cells, and a composition for inducing the differentiation. Specifically, the present invention relates to a composition for inducing the differentiation of hematopoietic stem cells comprising bone morphogenetic protein 4 (BMP4) in pluripotent stem cells, or a composition for inducing the differentiation of macrophages comprising BMP4 and a macrophage-colony stimulating factor (M-CSF), and a method for inducing the differentiation by using the compositions. The method for inducing the differentiation of the present invention is advantageous in that a differentiation method thereof is simple since only a few types of cytokine are used, and compared to conventional methods for inducing the differentiation, the efficiency of differentiation is improved tens of times or more and the yield of differentiated cells is high.

Abstract: A memory module includes a first channel of first data memories and a first error correction code (ECC) memory, and a second channel of second data memories and a second ECC memory. Each first data memory transmits a corresponding first data set of first data sets with a memory controller. Each first data set corresponds to a burst length. Each second data memory transmits a corresponding second data set of the second data sets with the memory controller. Each second data set corresponds to the burst length. The first ECC memory stores first sub parity data for detecting at least one error in all of the first data sets stored in the first data memories. The second ECC memory stores second sub parity data for detecting at least one error in all of the second data sets stored in the second data memories.

Abstract: Various aspects are described herein. In some aspects, the disclosure provides techniques for accessing tag information in a memory line. The techniques include determining an operation to perform on at least one memory line of a memory. The techniques further include performing the operation by accessing only a portion of the at least one memory line, wherein the only the portion of the at least one memory line comprises one or more flag bits that are independently accessible from remaining bits of the at least one memory line.

Abstract: A semiconductor device includes a substrate having a plurality of active patterns. A plurality of gate electrodes intersects the plurality of active patterns. An active contact is electrically connected to the active patterns. A plurality of vias includes a first regular via and a first dummy via. A plurality of interconnection lines is disposed on the vias. The plurality of interconnection lines includes a first interconnection line disposed on both the first regular via and the first dummy via. The first interconnection line is electrically connected to the active contact through the first regular via. Each of the vias includes a via body portion and a via barrier portion covering a bottom surface and sidewalls of the via body portion. Each of the interconnection lines includes an interconnection line body portion and an interconnection line barrier portion covering a bottom surface and sidewalls of the interconnection line body portion.

Abstract: A balloon catheter for an intravascular catheter system includes an outer inflatable balloon and an inner inflatable balloon that is positioned substantially within the outer inflatable balloon. At a nominal working balloon pressure, the outer inflatable balloon has an outer balloon diameter and the inner inflatable balloon has an inner balloon diameter that is greater than the outer balloon diameter at the nominal working balloon pressure. The inner balloon diameter can be at least approximately 5%, 10%, 15%, 20%, 25% or 30% greater than the outer balloon diameter. The inner balloon diameter can be between approximately 29-35 millimeters, and the outer balloon diameter can be between approximately 23-29 millimeters. The inner inflatable balloon can be less compliant than the outer inflatable balloon. The outer balloon compliance can be at least approximately 2%, 5%, 8%, 10%, 15% or 20% greater than the inner balloon compliance.

Abstract: A method for manufacturing an integrated circuit includes patterning a plurality of photomask layers over a substrate, partially backfilling the patterned plurality of photomask layers with a first material using atomic layer deposition, completely backfilling the patterned plurality of photomask layers with a second material using atomic layer deposition, removing the plurality of photomask layers to form a masking structure comprising at least one of the first and second materials, and transferring a pattern formed by the masking structure to the substrate and removing the masking structure. The first material includes a silicon dioxide, silicon carbide, or carbon material, and the second material includes a metal oxide or metal nitride material.